diff --git a/README.md b/README.md
index ce4e3ae..acd9040 100644
--- a/README.md
+++ b/README.md
@@ -1,2 +1,21 @@
 # covid-analysis
-A Framework for quantifying mitigation efforts by various countries
+A Framework for quantifying mitigation efforts by various countries. 
+The detailed analysis can be found here. [Mitigation Efforts Analysis](https://medium.com/@soujanyas_9480/quantifying-covid-mitigation-efforts-by-countries-4b6e909f8162)
+
+# Installation
+```buildoutcfg
+git clone https://github.com/saminens/covid-analysis
+```
+# How to use this repository?
+
+1. Download the data from [John Hopkins Repository](https://github.com/CSSEGISandData/COVID-19/tree/master/csse_covid_19_data/csse_covid_19_daily_reports)
+2. Run the following script in this repository
+```buildoutcfg
+cd ./covid-analysis
+python -m src.curve_fit --input-fpth ~/Desktop/COVID-19/csse_covid_19_data/csse_covid_19_time_series/time_series_covid19_confirmed_global.csv --mitigation-start-date 2020-02-18 --p0-before 0 200000 0 0.08333 0 --p0-after 0 83403 5 0.08333 0 --country China
+```
+
+# Future Work:
+
+1. Deaths can be modeled in similar fashion.
+2. Other parameterized curves can be explored instead of Bass Model Diffusion curves.
diff --git a/src/curve_fit.py b/src/curve_fit.py
index 7740713..5d599d5 100644
--- a/src/curve_fit.py
+++ b/src/curve_fit.py
@@ -81,7 +81,14 @@ def plot_curves(popt1, popt2, x2, xdata, ydata, country):
 def main(input_file_path, country, mitigation_start_date, p0_before, p0_after):
     """
 
-    Returns: NA, main function
+    Args:
+        input_file_path:
+        country:
+        mitigation_start_date:
+        p0_before:
+        p0_after:
+
+    Returns:
 
     """
     x1, y1, x2, y2, xdata, ydata = prepare_data(input_file_path, country, mitigation_start_date)